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Bücher Englische Bücher Wissen & Bildung Geisteswissenschaft, Kunst, Musik Psychologie An Introduction to Artificial Psychology
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An Introduction to Artificial Psychology
Hojjatollah Farahani, Marija Blagojević, Parviz Azadfallah, Peter Watson, Forough Esrafilian, Sara Saljoughi (Broschiert, Englisch)
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Beschreibung
Artificial Psychology (AP) is a highly multidisciplinary field of study in psychology. AP tries to solve problems which occur when psychologists do research and need a robust analysis method. Conventional statistical approaches have deep rooted limitations. These approaches are excellent on paper but often fail to model the real world. Mind researchers have been trying to overcome this by… simplifying the models being studied. This stance has not received much practical attention recently. Promoting and improving artificial intelligence helps mind researchers to find a holistic model of mental models. This development achieves this goal by using multiple perspectives and multiple data sets together with interactive, and realistic models. In this book, the methodology of approximate inference in psychological research from a theoretical and practical perspective has been considered. Quantitative variable-oriented methodology and qualitative case-oriented methods are both used to explainthe set-oriented methodology and this book combines the precision of quantitative methods with information from qualitative methods. This is a book that many researchers can use to expand and deepen their psychological research and is a book which can be useful to postgraduate students. The reader does not need an in-depth knowledge of mathematics or statistics because statistical and mathematical intuitions are key here and they will be learned through practice. What is important is to understand and use the new application of the methods for finding new, dynamic and realistic interpretations. This book incorporates theoretical fuzzy inference and deep machine learning algorithms in practice. This is the kind of book that we wished we had had when we were students. This book covers at least some of the most important issues in mind research including uncertainty, fuzziness, continuity, complexity and high dimensionality which are inherent to mind data. These are elements of artificialpsychology. This book implements models using R software. 213,99 €
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Technische Daten
Erscheinungsdatum
20.05.2024
Sprache
Englisch
EAN
9783031311741
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Hojjatollah Farahani, Marija Blagojević, Parviz Azadfallah, Peter Watson, Forough Esrafilian, Sara Saljoughi
Seitenanzahl
252
Auflage
1
Einbandart
Broschiert
Buch Untertitel
Application Fuzzy Set Theory and Deep Machine Learning in Psychological Research using R
Schlagwörter
Cognitive Psychology, Cognitive Science, Machine learning, Artificial Intelligence, Fuzzy psychology, Psycho-network analysis, Artificial neural networks, Fuzzy cognitive maps, Feature selection, Cluster analysis
Thema-Inhalt
JM - Psychologie
JMR - Kognitive Psychologie
QDTM - Philosophie des Geistes
UYQM - Maschinelles Lernen
UYQ - Künstliche Intelligenz
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer Nature Customer Service Center GmbH, ProductSafety@springernature.com
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